北海道大学 · 情報科学院 / 情報科学研究院 · 准教授

研究关键词Artificial・欠陥検出・人工知能・vision・intelligence・Computer・コンピュータビジョン・マルチモーダル処理

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• LLM Guided Multi Style Typography and Layout Generation via Dynamic Direct Preference Optimization2026 · The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026年06月,
• A Multihead Continual Learning Framework for Fine-Grained Fashion Image Retrieval with Contrastive Learning and Exponential Moving Average Distillation2026 · IEEE Transactions on Multimedia, 1, 10, 2026年04月,
• Deconstructing the Failure of Ideal Noise Correction: A Three-Pillar Diagnosis2026 · The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026年06月,
• TourMLLM: A Retrieval-Augmented Multimodal Large Language Model for Multitask Learning in the Tourism Domain2025 · Proceedings of the 2025 International Conference on Multimedia Retrieval, 1654, 1663, ACM, 2025年06月30日,

• Efficient and accurate scaling Graph Neural Networks for giant graphs

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